A big data technique is used to obtain from a database a plurality of historical data regarding a consumable material deployed to perform a plurality of instances of a job. An estimated amount of consumable material required to perform the job based on the plurality of historical data is determined. An optimal delivery schedule based on the estimated amount of consumable material required to perform the job, the location of the job, real-time route congestion telemetry and real-time consumption telemetry for the job is predicted. The estimated amount of consumable material following the optimal delivery schedule is delivered. The data regarding the delivery and consumption of the consumable material on the job is received in real-time. The real-time delivery and consumption data is used to update the database.